Learn the minimum numpy needed to get started with machine learning (1h course)
You want to get started with machine learning but you don't know python? You're at the right place! (1h course)
Learn how to integrate jupyter notebooks in a web page, and how to highlight code and show nice equations.
Create a choropleth map with geoviews and geopandas. Working geoviews installation instructions as of May 2021.
Create an interactive display for geographical data with python: real-estate prices near Geneva.
This blog is now powered by django and wagtail, and is now hosted at my place. Here's what I did.
Use transfer learning to easily classify dog and cat pictures with a 98.5% accuracy.
Classify dog and cat pictures with a 92% accuracy with a deep convolutional neural network.
Set up a typical data pipeline as may be used in experimental science and IOT, with Docker, InfluxDB, and Grafana.
Write your own CUDA kernels in python to accelerate your computing on the GPU. Notebook ready to run on the Google Colab platform
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